Fisher information under local differential privacy.
Leighton Pate BarnesWei-Ning ChenAyfer ÖzgürPublished in: CoRR (2020)
Keyphrases
- fisher information
- differential privacy
- differentially private
- privacy preserving
- probability density function
- positive definite
- euclidean space
- noise level
- data sharing
- free energy
- personal information
- estimation error
- privacy preservation
- data privacy
- geodesic distance
- projective transformations
- search logs
- kl divergence
- multidimensional scaling
- kullback leibler divergence
- machine learning
- support vector
- similarity measure